MCP.Market

Unstructured Transform MCP server

online · 100% uptime
by unstructured.io·io.unstructured/transform·v0.7.2·1 stars
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Turn documents into structured, AI-ready data by parsing, enriching, chunking, and embedding.

A92/100grade A
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Safety scan
A92/100

full report

Adoption
New

1 stars

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Unstructured Transform tools

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Public scan report

scanner v0.1.9 · 2026-09-25 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 231ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityOAuth resource metadata advertised on 40115/15
  • Maintenancelast push 52 days ago12/15
  • Maintainer identitynamespace and repository owner differ; GitHub account older than a year; website matches verified namespace8/10
Overall 92/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Unstructured Transform compares

Against every graded AI and agents MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
92/100
higher than 90% of 4,460 AI and agents servers
Uptime
100%
of our recent checks; the typical remote AI and agents server answers 100%
Response time
200 ms
faster than 66% of 2,331 AI and agents servers
GitHub stars
1
more than 50% of 2,711 AI and agents servers

Install Unstructured Transform in Claude Code, Cursor or VS Code

claude mcp add --transport http transform https://mcp.transform.unstructured.io
Add to Cursor

What the publisher says

From the Unstructured Transform repository's README, as published. We do not edit it. Read it on GitHub

unstructured-mcp-integrations

Integration templates and runnable examples for the Unstructured Transform MCP server across registries, marketplaces, and agent frameworks. This is the canonical, public home for these integrations.

What Transform MCP is

Transform MCP turns any file into agent-ready data, called directly from your agent session with no separate pipeline to wire up. Drop in a PDF, spreadsheet, scan, or email and get back partitioned, enriched, chunked, and embedded output ready for RAG, vector stores, or agent memory. 60+ formats, one call.

Connection reference

Integrations

One folder per integration under transform/. Copy _template/ to add one. This table is the index of what exists and where each one stands.

Adding an integration

See CONTRIBUTING.md. In short: copy _template/ into transform//, fill in the README, example, assets, and meta.yaml, then open a PR.

Nothing above is checked by us. What we check is on the safety report.

Unstructured Transform: common questions

Is Unstructured Transform MCP server safe?
Yes, by our scan: it is graded A (92/100). Read the Unstructured Transform safety report
How do I install Unstructured Transform?
It runs remotely at mcp.transform.unstructured.io. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Unstructured Transform need an API key?
No key to paste: it signs you in with OAuth when your client connects.
Is Unstructured Transform maintained?
The last commit was 91 days ago (2026-08-04). The latest release is v0.7.2.
Is Unstructured Transform up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Unstructured Transform?
Servers from other publishers that do the same job: Agent-Native Plan MCP server, Alibaba Cloud DashScope — Qwen MCP server and Charlotte MCP server.
How does Unstructured Transform compare with other AI and agents MCP servers?
safety score 92/100 (higher than 90% of 4,460 AI and agents servers); uptime 100% (of our recent checks; the typical remote AI and agents server answers 100%); response time 200 ms (faster than 66% of 2,331 AI and agents servers). Full comparison.

Alternatives to Unstructured Transform

Same job from other publishers: the closest match first, then the best rated.

  • Agent-Native Plan
    Structured visual plans and PR recaps with diagrams, prototypes, annotations, and sharing
    A
  • Alibaba Cloud DashScope — Qwen
    Alibaba Cloud DashScope MCP: Qwen chat, embeddings, and model discovery on your own account.
    B
  • Charlotte
    Renders web pages into structured, agent-readable representations using headless Chromium.
    A